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Senior QA / ML Tester
EPAM Systems
Remote · PolandSalary not disclosedfull-timeEPAM Systems Careers (remote abroad)
We are looking for a Senior QA / ML Tester to join the AI Platform team and take ownership of quality assurance for the Agent Evaluation Framework built on AWS AgentCore. This role involves designing, implementing, and maintaining a functional test suite that validates the correctness of AI agent evaluation pipelines — covering on-demand integration testing, online sampling accuracy, and multi-evaluator execution — and delivering a feasibility assessment for non-AgentCore runtime evaluation scenarios.
Responsibilities
- Design and implement a functional test suite for the AWS AgentCore Evaluation API using pytest, covering known-good / known-bad session pair validation, multi-evaluator execution correctness, and edge case handling
- Develop and maintain integration tests for on-demand evaluation mode, integrated into the CI/CD pipeline with automated execution on each build
- Validate online mode sampling accuracy, design test scenarios, define acceptance criteria, and report deviations with reproducible evidence
- Conduct and document a feasibility assessment for non-AgentCore runtime evaluation: analyze alternative runtimes, define evaluation methodology, and deliver a structured findings report
- Test OpenTelemetry trace-based evaluation inputs and validate ADOT trace ingestion, trace structure correctness, and evaluator input integrity
- Collaborate with platform engineers to clarify evaluation contracts, reproduce defects, and align on quality gates
- Maintain test documentation, including test plans, test reports, defect logs, and evaluation feasibility artifacts in Confluence/Jira
- Participate in Agile ceremonies, including sprint planning, daily standups, demos, and retrospectives
- Contribute to EngX practices such as code review of test scripts, CI/CD pipeline integration, and test coverage reporting
Languages
- Work format
- Remote
- Seniority
- Senior
- Posted
- 29 Sept 2026
- Last verified
- In the last 5 days
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